"""Own market-psychology classifier: Qwen3.5-9B with LoRA and one classification head per field.

Spec: docs/market-psychology-own-classifier-training.md. Adapted from the read-only reference
~/yt_live_analysis/training (heads arm), with the fixes the spec lists. The pure-Python modules
(taxonomy, calibrate, metrics, formats, data, ledger, robustness) run anywhere; model, train, predict and
check_env need torch and run on the pod.
"""